Artificial neural network modeling of ferroelectric hysteresis: an application to soft lead zirconate titanate ceramics

• Main Authors: Laosiritaworn W., Yimnirun R., Laosiritaworn Y.
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2014
• 在線閱讀: http://www.scopus.com/inward/record.url?eid=2-s2.0-75749083667&partnerID=40&md5=e72a567d823ac5f18ef97b033aebe2e8; http://cmuir.cmu.ac.th/handle/6653943832/1519

In this work, the Artificial Neural Network (ANN) was used to model ferroelectric hysteresis using data measured from soft lead zirconate titanate [Pb (Zr1-xTix)O3 or PZT] ceramics as an application. Data from experiments were split into training, testing and validation dataset. Four ANN models were...